title: A fragile zero watermarking scheme to detect and characterize malicious modifications in database relations.
abstract: We put forward a fragile zero watermarking scheme to detect and characterize malicious modifications made to a database relation. Most of the existing watermarking schemes for relational databases introduce intentional errors or permanent distortions as marks into the database original content. These distortions inevitably degrade the data quality and data usability as the integrity of a relational database is violated. Moreover, these fragile schemes can detect malicious data modifications but do not characterize the tempering attack, that is, the nature of tempering. The proposed fragile scheme is based on zero watermarking approach to detect malicious modifications made to a database relation. In zero watermarking, the watermark is generated (constructed) from the contents of the original data rather than introduction of permanent distortions as marks into the data. As a result, the proposed scheme is distortion-free; thus, it also resolves the inherent conflict between security and imperceptibility. The proposed scheme also characterizes the malicious data modifications to quantify the nature of tempering attacks. Experimental results show that even minor malicious modifications made to a database relation can be detected and characterized successfully.
authors.affiliation: Department of Computing & Technology, Iqra University, Islamabad 44000, Pakistan. aihabkhan@yahoo.com
authors.forename: Aihab
authors.initials: A
authors.lastname: Khan
authors.forename: Syed Afaq
authors.initials: SA
authors.lastname: Husain
mesh_terms: D000465:Algorithms; D016494:Computer Security; D057225:Data Mining / Q000379:methods*; D016208:Databases, Factual; D016247:Information Storage and Retrieval / Q000379:methods*; D012815:Signal Processing, Computer-Assisted